#!pip install cuml
#pip install protobuf==4.21.12 pandas==1.5.3 dask==2023.7.1 distributed==2023.7.1
# This Python 3 environment comes with many helpful analytics libraries installed
# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python
# For example, here's several helpful packages to load
import numpy as np # linear algebra
import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)
# Input data files are available in the read-only "../input/" directory
# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory
import os
for dirname, _, filenames in os.walk('/kaggle/input'):
for filename in filenames:
print(os.path.join(dirname, filename))
# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using "Save & Run All"
# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session
/kaggle/input/dogs-vs-cats-redux-kernels-edition/sample_submission.csv /kaggle/input/dogs-vs-cats-redux-kernels-edition/train.zip /kaggle/input/dogs-vs-cats-redux-kernels-edition/test.zip
#package for data preparation
import zipfile
import glob
from random import shuffle
import gc
import cv2
from tqdm import tqdm #can display the progress bar
import matplotlib as plt
import matplotlib.pyplot as plt
#Package for Modeling
from sklearn.model_selection import train_test_split, KFold
from sklearn.metrics import log_loss, roc_auc_score
from sklearn.linear_model import LogisticRegression
import tensorflow as tf
from keras.utils import plot_model
from tensorflow.keras.applications import ResNet50
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Flatten, GlobalAveragePooling2D, Activation
from tensorflow.keras import layers
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.3
warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}"
files = os.listdir('/kaggle/input/dogs-vs-cats-redux-kernels-edition/')
print(files)
['sample_submission.csv', 'train.zip', 'test.zip']
zip_file = glob.glob('/kaggle/input/dogs-vs-cats-redux-kernels-edition/*.zip') #return any files with .zip extension
print(zip_file)
['/kaggle/input/dogs-vs-cats-redux-kernels-edition/train.zip', '/kaggle/input/dogs-vs-cats-redux-kernels-edition/test.zip']
#extract file into a temp folder
def extract_zip(file):
with zipfile.ZipFile(file,"r") as zip_ref:
zip_ref.extractall("temp")
#extract both train and test1 zip
for files in zip_file:
extract_zip(files)
os.path.join(os.getcwd(), "temp")
'/kaggle/working/temp'
os.listdir("temp")
['train', 'test']
list_test_files = os.listdir("temp/test/")
list_test_files[:5]
['9240.jpg', '11230.jpg', '9363.jpg', '11340.jpg', '1482.jpg']
list_train_files = os.listdir("temp/train/")
list_train_files[:5]
['dog.12039.jpg', 'dog.5263.jpg', 'cat.10454.jpg', 'dog.3438.jpg', 'cat.9865.jpg']
len(list_train_files)
25000
len(list_test_files)
12500
#Citation:https://www.kaggle.com/code/anujpanthri/fastai-cat-dog-notebook/notebook
#Some of the images are not good, so we should not use it to avoid harmful information in training process
#These images can be easily defined in the labeling process, so we use these data directly
bad_imgs_list=['train/cat.11565.jpg',
'train/cat.7564.jpg',
'train/dog.5584.jpg',
'train/cat.8456.jpg',
'train/cat.8047.jpg',
'train/dog.8736.jpg',
'train/cat.10029.jpg',
'train/dog.12223.jpg',
'train/dog.10797.jpg',
'train/cat.9171.jpg',
'train/cat.5351.jpg',
'train/dog.10747.jpg',
'train/dog.2614.jpg',
'train/dog.9188.jpg',
'train/dog.11299.jpg',
'train/dog.4334.jpg',
'train/dog.11248.jpg',
'train/dog.7727.jpg',
'train/cat.7487.jpg',
'train/cat.9770.jpg',
'train/cat.7111.jpg',
'train/cat.4085.jpg',
'train/cat.5355.jpg',
'train/cat.7920.jpg',
'train/cat.2433.jpg',
'train/cat.11222.jpg',
'train/cat.5418.jpg',
'train/cat.2663.jpg',
'train/cat.4688.jpg',
'train/cat.8504.jpg',
'train/dog.6475.jpg',
'train/dog.7.jpg',
'train/dog.2130.jpg',
'train/dog.9517.jpg',
'train/dog.10733.jpg',
'train/cat.10700.jpg',
'train/cat.3822.jpg',
'train/cat.7968.jpg',
'train/cat.1450.jpg',
'train/cat.9250.jpg',
'train/dog.2877.jpg',
'train/dog.10225.jpg',
'train/cat.10181.jpg',
'train/cat.10863.jpg',
'train/cat.2939.jpg',
'train/cat.2520.jpg',
'train/dog.10297.jpg',
'train/dog.4180.jpg',
'train/dog.5336.jpg',
'train/dog.7798.jpg',
'train/dog.10801.jpg',
'train/dog.4507.jpg',
'train/dog.8671.jpg',
'train/dog.10237.jpg',
'train/dog.12376.jpg',
'train/dog.1773.jpg',
'train/dog.3147.jpg',
'train/dog.6957.jpg',
'train/dog.3503.jpg',
'train/dog.7076.jpg',
'train/cat.10712.jpg',
'train/cat.11184.jpg',
'train/cat.8289.jpg']
bad_imgs_list = [img_path.replace('train/', '') for img_path in bad_imgs_list]
#bad_imgs_list = [img_path.split('.', 1)[1] for img_path in bad_imgs_list]
bad_imgs_list[:3]
['cat.11565.jpg', 'cat.7564.jpg', 'dog.5584.jpg']
def label_image(img):
pet = img.split('.')[-3]
if pet == 'cat': return [1, 0]
elif pet == 'dog': return [0, 1]
img_size = 224
def process_data(data_image_list, DATA_FOLDER, isTrain=True):
data_df = []
for img in tqdm(data_image_list):
path = os.path.join(DATA_FOLDER,img)
if(isTrain):
label = label_image(img)
else:
label = img.split('.')[0]
img = cv2.imread(path,cv2.IMREAD_COLOR)
img = cv2.resize(img, (img_size,img_size))
data_df.append([np.array(img),np.array(label)])
shuffle(data_df)
return data_df
bad = process_data(bad_imgs_list, 'temp/train/')
100%|██████████| 63/63 [00:00<00:00, 597.98it/s]
train = process_data(list_train_files, 'temp/train/')
100%|██████████| 25000/25000 [00:50<00:00, 490.22it/s]
test = process_data(list_test_files, '/kaggle/working/temp/test/', False)
100%|██████████| 12500/12500 [00:25<00:00, 493.81it/s]
train[0]
[array([[[184, 149, 115],
[184, 152, 119],
[152, 129, 105],
...,
[ 19, 15, 21],
[ 17, 13, 19],
[ 15, 11, 17]],
[[174, 141, 108],
[170, 139, 108],
[153, 129, 106],
...,
[ 19, 15, 21],
[ 17, 13, 19],
[ 16, 12, 18]],
[[165, 133, 104],
[159, 129, 100],
[156, 134, 113],
...,
[ 19, 15, 21],
[ 18, 14, 20],
[ 20, 16, 22]],
...,
[[141, 86, 119],
[158, 102, 122],
[174, 115, 127],
...,
[191, 156, 222],
[178, 140, 213],
[178, 136, 213]],
[[185, 130, 162],
[183, 128, 147],
[195, 137, 148],
...,
[206, 172, 236],
[205, 168, 237],
[203, 165, 233]],
[[196, 141, 172],
[201, 146, 164],
[189, 131, 142],
...,
[205, 171, 234],
[221, 185, 249],
[219, 183, 240]]], dtype=uint8),
array([1, 0])]
train_data = np.array([item[0] for item in train])
print(train_data.shape)
(25000, 224, 224, 3)
def show_images(data, isTest=False):
f, ax = plt.subplots(3, 3, figsize=(10, 10))
for i,data in enumerate(data[:9]):
img_num = data[1]
img_data = data[0]
label = np.argmax(img_num)
if label == 1:
str_label='Dog'
elif label == 0:
str_label='Cat'
if(isTest):
str_label="None"
ax[i//3, i%3].imshow(img_data)
ax[i//3, i%3].axis('off')
ax[i//3, i%3].set_title("Label: {}".format(str_label))
plt.show()
show_images(train)
show_images(test,True)
show_images(bad)
#So we can see that these bad images are not helpful for the model training
#So we drop them from our training data
for a in bad_imgs_list:
del list_train_files[list_train_files.index(a)]
print( "Training Images:",len(list_train_files) )
Training Images: 24937
#Now we redefine training data
train = process_data(list_train_files, 'temp/train/')
100%|██████████| 24937/24937 [00:50<00:00, 494.08it/s]
train[1][0]
array([[[200, 221, 208],
[214, 240, 229],
[217, 249, 239],
...,
[142, 144, 144],
[179, 184, 182],
[246, 250, 249]],
[[172, 209, 188],
[184, 219, 201],
[206, 241, 226],
...,
[135, 137, 137],
[184, 187, 186],
[243, 245, 243]],
[[152, 210, 179],
[167, 217, 189],
[189, 226, 204],
...,
[207, 207, 207],
[133, 131, 130],
[233, 231, 230]],
...,
[[ 98, 103, 102],
[101, 106, 105],
[104, 109, 108],
...,
[ 98, 101, 99],
[ 97, 99, 94],
[ 97, 99, 94]],
[[117, 121, 118],
[110, 115, 113],
[108, 114, 111],
...,
[ 90, 93, 89],
[ 97, 99, 91],
[ 95, 98, 90]],
[[119, 122, 116],
[118, 123, 117],
[114, 122, 116],
...,
[106, 106, 103],
[104, 105, 101],
[104, 105, 101]]], dtype=uint8)
show_images(train)
#One hot encoder for Cat
train[1][1]
array([0, 1])
#One hot encoder for Dog
train[2][1]
array([1, 0])
X = np.array([i[0] for i in train]).reshape(-1,img_size,img_size,3)
y = np.array([i[1] for i in train])
X[0]
array([[[ 68, 110, 142],
[ 75, 115, 147],
[ 75, 116, 148],
...,
[156, 140, 124],
[155, 139, 123],
[153, 137, 121]],
[[ 69, 110, 142],
[ 75, 116, 148],
[ 76, 117, 149],
...,
[155, 139, 123],
[154, 138, 122],
[152, 136, 120]],
[[ 70, 111, 143],
[ 76, 117, 149],
[ 77, 118, 150],
...,
[155, 139, 123],
[153, 137, 121],
[151, 135, 119]],
...,
[[ 98, 127, 158],
[100, 129, 160],
[101, 130, 161],
...,
[118, 132, 155],
[120, 134, 157],
[123, 137, 160]],
[[ 97, 126, 157],
[103, 132, 163],
[ 96, 126, 157],
...,
[121, 134, 159],
[122, 136, 159],
[123, 137, 160]],
[[ 97, 126, 157],
[103, 132, 163],
[ 97, 125, 156],
...,
[122, 135, 160],
[123, 137, 160],
[123, 137, 160]]], dtype=uint8)
X[0].shape
(224, 224, 3)
y
array([[1, 0],
[0, 1],
[1, 0],
...,
[1, 0],
[1, 0],
[1, 0]])
y.shape
(24937, 2)
X_train, X_val, y_train, y_val = train_test_split(X, y, test_size=0.25, random_state=100)
####
img_augmentation = Sequential(
[
layers.RandomRotation(factor=0.15),
layers.RandomTranslation(height_factor=0.1, width_factor=0.1),
layers.RandomFlip(),
layers.RandomContrast(factor=0.1),
],
name="img_augmentation",
)
from tensorflow.keras.applications import EfficientNetB3
def build_model(num_classes):
model = Sequential()
# Image augmentation
model.add(layers.Input(shape=(img_size, img_size, 3)))
model.add(img_augmentation)
#Base pretrained model
base_model = EfficientNetB3(include_top=False, weights="imagenet")
# Freeze the pretrained weights
base_model.trainable = False
model.add(base_model)
# Rebuild top
top_dropout_rate = 0.2
model.add(layers.GlobalAveragePooling2D(name="avg_pool"))
model.add(layers.BatchNormalization())
model.add(layers.Dropout(top_dropout_rate, name="top_dropout"))
model.add(layers.Dense(num_classes, activation="softmax", name="pred"))
# Compile
optimizer = tf.keras.optimizers.Adam(learning_rate=1e-2)
model.compile(
optimizer=optimizer, loss="categorical_crossentropy", metrics=["accuracy"]
)
return model
model = build_model(num_classes=2)
model.summary()
Model: "sequential"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
img_augmentation (Sequenti (None, 224, 224, 3) 0
al)
efficientnetb3 (Functional (None, None, None, 1536 10783535
) )
avg_pool (GlobalAveragePoo (None, 1536) 0
ling2D)
batch_normalization (Batch (None, 1536) 6144
Normalization)
top_dropout (Dropout) (None, 1536) 0
pred (Dense) (None, 2) 3074
=================================================================
Total params: 10792753 (41.17 MB)
Trainable params: 6146 (24.01 KB)
Non-trainable params: 10786607 (41.15 MB)
_________________________________________________________________
model.fit(X_train, y_train, epochs=10, validation_data=(X_val, y_val),batch_size=64, shuffle=True, verbose=1)
Epoch 1/10
2023-12-05 00:58:05.871393: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape insequential/efficientnetb3/block1b_drop/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
293/293 [==============================] - 80s 215ms/step - loss: 0.4950 - accuracy: 0.9079 - val_loss: 0.1002 - val_accuracy: 0.9790 Epoch 2/10 293/293 [==============================] - 56s 191ms/step - loss: 0.4809 - accuracy: 0.9114 - val_loss: 0.0588 - val_accuracy: 0.9828 Epoch 3/10 293/293 [==============================] - 56s 192ms/step - loss: 0.3677 - accuracy: 0.9146 - val_loss: 0.0601 - val_accuracy: 0.9808 Epoch 4/10 293/293 [==============================] - 56s 192ms/step - loss: 0.2968 - accuracy: 0.9188 - val_loss: 0.0507 - val_accuracy: 0.9851 Epoch 5/10 293/293 [==============================] - 56s 192ms/step - loss: 0.2445 - accuracy: 0.9243 - val_loss: 0.0623 - val_accuracy: 0.9755 Epoch 6/10 293/293 [==============================] - 56s 192ms/step - loss: 0.2220 - accuracy: 0.9249 - val_loss: 0.0447 - val_accuracy: 0.9865 Epoch 7/10 293/293 [==============================] - 56s 192ms/step - loss: 0.2045 - accuracy: 0.9260 - val_loss: 0.0404 - val_accuracy: 0.9878 Epoch 8/10 293/293 [==============================] - 56s 192ms/step - loss: 0.1982 - accuracy: 0.9256 - val_loss: 0.0449 - val_accuracy: 0.9868 Epoch 9/10 293/293 [==============================] - 56s 192ms/step - loss: 0.1851 - accuracy: 0.9300 - val_loss: 0.0464 - val_accuracy: 0.9854 Epoch 10/10 293/293 [==============================] - 56s 192ms/step - loss: 0.1891 - accuracy: 0.9275 - val_loss: 0.0460 - val_accuracy: 0.9885
<keras.src.callbacks.History at 0x7d627d7a9e10>
score = model.evaluate(X_val, y_val, verbose=0)
print('Validation loss:', score[0])
print('Validation accuracy:', score[1])
Validation loss: 0.04597822204232216 Validation accuracy: 0.9884522557258606
f, ax = plt.subplots(3,3, figsize=(10,10))
for i,data in enumerate(test[:9]):
img_num = data[1]
img_data = data[0]
orig = img_data
data = img_data.reshape(-1,img_size,img_size,3)
model_out = model.predict([data])[0]
if np.argmax(model_out) == 1:
str_predicted='Dog'
else:
str_predicted='Cat'
ax[i//3, i%3].imshow(orig)
ax[i//3, i%3].axis('off')
ax[i//3, i%3].set_title("Predicted:{}".format(str_predicted))
plt.show()
1/1 [==============================] - 3s 3s/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step
pred_list = []
img_list = []
for img in tqdm(test):
img_data = img[0]
img_idx = img[1]
data = img_data.reshape(-1,img_size,img_size,3)
predicted = model.predict([data])[0]
img_list.append(img_idx)
pred_list.append(predicted[1])
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1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 38ms/step
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1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 37ms/step
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1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 38ms/step
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1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 40ms/step
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1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 39ms/step
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1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 37ms/step
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1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 38ms/step
16%|█▌ | 1996/12500 [02:31<15:44, 11.12it/s]
1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 37ms/step
16%|█▌ | 1998/12500 [02:31<15:30, 11.28it/s]
1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 40ms/step
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1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 38ms/step
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1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 36ms/step
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1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 39ms/step
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1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 36ms/step
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1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 39ms/step
16%|█▌ | 2010/12500 [02:32<15:35, 11.22it/s]
1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 41ms/step
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1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 39ms/step
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1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 38ms/step
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1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 38ms/step
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1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 60ms/step
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1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 46ms/step
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1/1 [==============================] - 0s 44ms/step
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1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 41ms/step
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submission = pd.DataFrame({'id':img_list , 'label':pred_list})
submission.head()
submission.to_csv("submission.csv", index=False)
#####
NUM_CLASSES = 2
model = Sequential()
model.add(ResNet50(include_top=False, pooling='max', weights='imagenet'))
model.add(Dense(NUM_CLASSES, activation='softmax'))
model.layers[0].trainable = True
model.compile(optimizer='sgd', loss='categorical_crossentropy', metrics=['accuracy'])
train_model = model.fit(X_train, y_train, epochs=13, batch_size=50, verbose=1, validation_data=(X_val, y_val))
score = model.evaluate(X_val, y_val, verbose=0)
print('Validation loss:', score[0])
print('Validation accuracy:', score[1])